Personal profile
Curriculum
Burkhardt Funk is Professor of Information Systems and Data Science at Leuphana University Lüneburg. His research focuses on decision making and building data-driven serivces based on machine learning, especially in the areas of e-commerce and e-health. His teaching focuses on the mathematical foundations and applications of artificial intelligence. In 2015, he initiated one of the first Data Science degree programs in Germany and has been leading the Data Literacy Education Initiative at Leuphana, DATAx, since 2018. He has been a visiting scholar at Stanford University and the University of Virginia in Charlottesville.
The transfer of scientific findings into practice plays an important role in Burkhardt's work. He was and is involved in numerous start-ups. These include companies such as Parklane Internet, uniquedigital, HelloBetter, Deutscher Pflegering, Adference, erason, PersonalAIze and most recently Smartboatia. He also advises companies in the areas of data-driven decisions, products, and services.
Research interests
Die Forschungsschwerpunkte von Burkhardt Funk umfassen die Modellbildung zu Entscheidungsproblemen in unterschiedlichen Anwendungskontexten der Wirtschaftsinformatik und Verfahren zur Datenanalyse (insb. Bayesschen Statistik). Zu den Anwendungsfeldern zählen E-Commerce (z.B. Online Advertising) und E-Health. Er ist Autor zahlreicher Fachartikel und regelmäßig als Mitglied in Programmkomitees wissenschaftlicher Konferenzen und als Gutachter tätig. Zuletzt erschien die Monographie "Machine Learning for the Quantified Self". Er leitet derzeit das vom Stifterverband und von der Nixdorf-Stiftung geförderte Projekt DATAx.
Transfer of scientific knowledge
Der Transfer wissenschaftlicher Erkenntnisse in die unternehmerische Praxis nimmt in der Arbeit von Burkhardt Funk einen hohen Stellenwert ein. Vor seiner Tätigkeit als Hochschullehrer arbeitete er als Berater bei McKinsey & Comp. in Hamburg. Er war und ist an verschiedenen Unternehmensgründungen im Bereich Neue Medien und Dienstleistungen beteiligt und berät Unternehmen in seinen Forschungsschwerpunkten.
Teaching
Wirtschaftsinformatik & Data Science
Keywords
- Business informatics
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
Fingerprint
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Research collaborations from the last five years
Research output
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Efficacy of a hybrid online training for panic symptoms and agoraphobia: study protocol for a randomized controlled trial
Ebenfeld, L., Kleine Stegemann, S., Lehr, D., Ebert, D. D., Jazaieri, H., van Ballegooijen, W., Funk, B., Riper, H. & Berking, M., 04.11.2014, In: Trials. 15, 1, 10 p., 427.Research output: Journal contributions › Journal articles › Research › peer-review
Open AccessFile19 Citations (Scopus)163 Downloads (Pure) -
Cross-Channel Real-Time Response Analysis
Funk, B. & Abou Nabout, N., 2016, Programmatic Advertising: The Successful Transformation to Automated, Data-Driven Marketing in Real-Time. Busch, O. (ed.). Springer Verlag, p. 141-151 11 p. (Management for Professionals; vol. Part F582).Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Transfer
5 Citations (Scopus) -
How Much Tracking Is Necessary? - The Learning Curve in Bayesian User Journey Analysis
Stange, M. & Funk, B., 29.05.2015, Proceedings of the Twenty-Third European Conference on Information Systems. AIS eLibrary, 13 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Open Access8 Citations (Scopus) -
Real-Time Advertising
Stange, M. & Funk, B., 10.2014, In: Business and Information Systems Engineering. 6, 5, p. 305-308 4 p.Research output: Journal contributions › Journal articles › Research › peer-review
6 Citations (Scopus) -
The Economic Value of Clickstream Data From an Advertiser's Perspective
Nottorf, F. & Funk, B., 2013, ECIS 2013 Proceedings. Atlanta, GA: AIS eLibrary, 12 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Activities
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d3con 2016
Funk, B. (Speaker)
15.03.2016Activity: Participating in or organising an academic or articstic event › Conferences › Research
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7th Scientific Meeting of the International Society for Research on Internet Interventions - ISRII 2014
Funk, B. (Organiser)
2014Activity: Participating in or organising an academic or articstic event › Conferences › Research
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Fakultät MT allgemein (Organisational unit)
Funk, B. (Chair)
2022 → …Activity: Membership › Leuphana academic councils and committees › Leuphana Academic Committees
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Senat (Organisational unit)
Funk, B. (Member)
2020 → 2022Activity: Membership › Leuphana academic councils and committees › Leuphana Academic Committees
Press/Media
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What’s Hot: Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data
28.09.17
1 Media contribution
Press/Media
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Datasets
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sj-xlsx-3-dhj-10.1177_20552076241248920 - Supplemental material for Dataset size versus homogeneity: A machine learning study on pooling intervention data in e-mental health dropout predictions
Zantvoort, K. (Creator), Funk, B. (Creator) & Kaldo, V. (Creator), SAGE Publications Inc., 2024
DOI: 10.1177/20552076241248920
Dataset
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sj-xlsx-4-dhj-10.1177_20552076241248920 - Supplemental material for Dataset size versus homogeneity: A machine learning study on pooling intervention data in e-mental health dropout predictions
Zantvoort, K. (Creator), Funk, B. (Creator) & Kaldo, V. (Creator), SAGE Publications Inc., 2024
DOI: 10.1177/20552076241248920
Dataset
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European COMPARative Effectiveness research on blended Depression treatment versus treatment-as-usual (E-COMPARED): study protocol for a randomized controlled, non-inferiority trial in eight European countries
Kleiboer, A. (Creator), Smit, J. (Creator), Bosmans, J. (Creator), Ruwaard, J. (Creator), Andersson, G. (Creator), Topooco, N. (Creator), Berger, T. (Creator), Krieger, T. (Creator), Botella, C. (Creator), Baños, R. (Creator), Chevreul, K. (Creator), Araya, R. (Creator), Cerga-Pashoja, A. (Creator), Cieślak, R. (Creator), Rogala, A. (Creator), Vis, C. (Creator), Draisma, S. (Creator), Schaik, A. (Creator), Kemmeren, L. (Creator), Ebert, D. (Creator), Berking, M. (Creator), Funk, B. (Creator), Cuijpers, P. (Creator) & Riper, H. (Creator), figshare LLP, 03.08.2016
DOI: 10.6084/m9.figshare.c.3598769, https://figshare.com/collections/European_COMPARative_Effectiveness_research_on_blended_Depression_treatment_versus_treatment-as-usual_E-COMPARED_study_protocol_for_a_randomized_controlled_non-inferiority_trial_in_eight_European_countries/3598769/1
Dataset
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European COMPARative Effectiveness research on blended Depression treatment versus treatment-as-usual (E-COMPARED): study protocol for a randomized controlled, non-inferiority trial in eight European countries
Kleiboer, A. (Creator), Smit, J. (Creator), Bosmans, J. (Creator), Ruwaard, J. (Creator), Andersson, G. (Creator), Topooco, N. (Creator), Berger, T. (Creator), Krieger, T. (Creator), Botella, C. (Creator), Baños, R. (Creator), Chevreul, K. (Creator), Araya, R. (Creator), Cerga-Pashoja, A. (Creator), Cieślak, R. (Creator), Rogala, A. (Creator), Vis, C. (Creator), Draisma, S. (Creator), Schaik, A. (Creator), Kemmeren, L. (Creator), Ebert, D. (Creator), Berking, M. (Creator), Funk, B. (Creator), Cuijpers, P. (Creator), Riper, H. (Creator), Smit, J. (Creator), Araya, R. (Creator) & Ebert, D. (Creator), figshare LLP, 03.08.2016
DOI: 10.6084/m9.figshare.c.3598769, https://figshare.com/collections/European_COMPARative_Effectiveness_research_on_blended_Depression_treatment_versus_treatment-as-usual_E-COMPARED_study_protocol_for_a_randomized_controlled_non-inferiority_trial_in_eight_European_countries/3598769
Dataset
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sj-xlsx-4-dhj-10.1177_20552076241248920 - Supplemental material for Dataset size versus homogeneity: A machine learning study on pooling intervention data in e-mental health dropout predictions
Zantvoort, K. (Creator), Funk, B. (Creator) & Kaldo, V. (Creator), SAGE Publications Inc., 2024
DOI: 10.1177/20552076241248920
Dataset